SubAgent: Get the delivery out on time<\/li>\n<\/ul>\nThat way, everyone does one thing of their own. Nobody bothers each other. It's a lot more than that<\/p>\n
This is the core of SubAgent, which is used by Master Agent to sort out the demand, dismantle the task and send it to SubAgent to do it, and get it back to Master Agent for further acceptance\u3002<\/p>\n
What the hell is SubAgent<\/strong><\/p>\nIn short, SubAgent is a sub-agent specializing in certain types of tasks\u3002<\/p>\n
It's not a normal function, it's not a simple call. It's more like: Lord Agent gave the task to an independent assistant, who did the job in his own context and gave it back\u3002<\/p>\n
Official documents are also defined as follows: each sub-agent has an independent context, a separate reminder, and specific tool privileges to handle specific tasks. Claude<\/p>\n
So you can understand it:<\/p>\n
\n\n- Skill is the equivalent of a better tool for the same person; SubAgent is the equivalent of an assistant to the same person who is able to perform a sub-mission independently\u3002<\/li>\n<\/ul>\n<\/blockquote>\n
These two are not the same thing\u3002<\/p>\n
SubAgent, what's best for you<\/strong><\/p>\nSubAgent isn't all right. It's most appropriate for tasks that can be broken down, divided and relatively independent at each step\u3002<\/p>\n
Most typically, a complete content production process\u3002<\/p>\n
For example, you type a keyword to automatically generate an article that can be published. This process can be broken down into steps:<\/p>\n
\n- Search for information and find information online<\/li>\n
- Filtering information to reload, filtering ads, picking out the most useful 5-point section<\/li>\n
- Write first drafts of articles based on selected materials<\/li>\n
- Factual verification checks data, examples, statements, right<\/li>\n
- It's the same style that makes the articles sound the same<\/li>\n
- Formatting Uniform Titles, Paragraphs, Lists, Blocks<\/li>\n
- Generate final visual part of the map or cover<\/li>\n
- READ IT MANUALLY, GO TO THE A.I., READ IF IT'S UNSOPHISTICATED, ETC<\/li>\n<\/ol>\n
What do you fear the most? Most likely, everything is stacked in the same context\u3002<\/p>\n
HERE, IT IS ASSUMED THAT EVERY PLATFORM OF MY INFORMATION SOURCES, SUCH AS THE PUBLIC CODE SEARCH FOR FIVE ARTICLES, TWITTER SEARCH FOR FIVE ARTICLES, HEADLINES FOR FIVE VOTES, SITE B FOR FIVE ARTICLES, AND SO ON, LEADS TO A LONG CONTEXT WHEN I START\u3002<\/p>\n
The search phase will bring with it a great deal of information, a great number of drafts will follow during the writing phase and the verification phase will be constantly modified. If it's all stuck to the same master Agent, it's easy to say, \"It's full of noise trash.\"\u3002<\/p>\n
But subagent would be different\u3002<\/p>\n
\n- Search package for search SubAgent<\/li>\n
- SubAgent<\/li>\n
- Verification SubAgent<\/li>\n
- Layout sub-Agent<\/li>\n
- ……<\/li>\n<\/ul>\n
Lord Agent only looks at the results of each ring, not at all the middle-generated garbage process\u3002<\/p>\n
So SubAgent is best suited to these scenes:<\/p>\n
\n- Multi-step tasks<\/li>\n
- Process-type tasks<\/li>\n
- A mission with clear responsibilities at every step<\/li>\n
- The middle process does not need to be shared with the main Agent task<\/li>\n
- There are tasks that can be written and even advanced in parallel<\/li>\n<\/ul>\n
for example:<\/p>\n
\n- Code Review<\/li>\n
- Lines for content production<\/li>\n
- multilingual translation<\/li>\n
- Search and collation of information<\/li>\n
- Testing, verification, uniform format<\/li>\n
- Long-process automation tasks<\/li>\n<\/ul>\n
One sentence summary:<\/p>\n
The more complex, the more dissectable, and the more easily contaminated with context, the more suitable it is for SubAgent\u3002<\/p>\n
SubAgent's greatest virtue, and its shortcomings<\/strong><\/p>\nThe greatest advantage<\/p>\n
First, the context is cleaner<\/p>\n
This is the core value of SubAgent\u3002<\/p>\n
Each sub-agent has its own independent context. The noise generated during the search does not contaminate the writing; drafts produced during the writing do not interfere with the verification; problems identified during the verification do not disturb the context\u3002<\/p>\n
The Lord Agent sees, always the result of a clean-up\u3002<\/p>\n
It's like the boss doesn't need to stare at how many onions have been cut. All he needs is to know is that if the food is ready, if he can come to the table\u3002<\/p>\n
Second, more focus, more steady results<\/p>\n
One Agent does five things at the same time, and one Agent does only one thing, which usually has a completely different effect\u3002<\/p>\n
SubAgent, who specializes in information, is more like a researcher; SubAgent, who specializes in writing, is more like a writer; SubAgent, who specializes in verification, is more like a reviewer\u3002<\/p>\n
Because they are not distracted, quality is usually more stable\u3002<\/p>\n
Third, we can go in parallel<\/p>\n
Some tasks do not have to be lined up\u3002<\/p>\n
For example:<\/p>\n
\n- A. RESEARCHING INFORMATION<\/li>\n
- B IS PREPARING AN OUTLINE<\/li>\n
- C. PROCESSING REFERENCE FORMATS<\/li>\n<\/ul>\n
A few SubAgents move at the same time, and the speed will be much faster. OpenClaw documents also include parallel processing, long quarantine tasks as one of the main objectives of sub-agendas. ( )<\/p>\n
OpenClaw<\/p>\n
Fourth, reusable<\/p>\n
Once you've written a good SubAgent, like the \"Fact Examiner\" \"Factual Examiner\" \"Filer\", you can be used again\u3002<\/p>\n
This is completely different from the ad hoc introduction. It's more like you've got an old employee, just next time\u3002<\/p>\n
Fifth, more complex tasks<\/p>\n
A lot of complicated tasks are not AI can't do it, but an Agent can't\u3002<\/p>\n
When the length of the task, the steps and the amount of information come up, SubAgent is often the way to break the upper limit of complexity\u3002<\/p>\n
Its shortcomings<\/p>\n
Of course, SubAgent isn't everything\u3002<\/p>\n
First, the configuration has a threshold<\/p>\n
You have to tell it:<\/p>\n
\n- What does it do<\/li>\n
- Call under what circumstances<\/li>\n
- What tools can we use<\/li>\n
- What's the end result<\/li>\n<\/ul>\n
If it's not clear, it's easy to miss\u3002<\/p>\n
Second, the transfer of information may be missing details<\/p>\n
Between SubAgent and main Agent, the mission statement and summary of results are usually transmitted\u3002<\/p>\n
This is efficient, but at a cost. Some key details may have been compressed during the handover\u3002<\/p>\n
In other words, the isolation context is an advantage, but information compression is also a risk\u3002<\/p>\n
Third, debugging is more troublesome<\/p>\n
If there is a problem with the final result, it will be more difficult to find out\u3002<\/p>\n
You have to see:<\/p>\n
\n- Is the search the wrong file<\/li>\n
- Or is writing in the wrong direction<\/li>\n
- Or is verification missing<\/li>\n
- Or did the layout phase fail<\/li>\n<\/ul>\n
The longer the chain, the more complex the problem of positioning\u3002<\/p>\n
Fourth, small missions are not worth SubAgent<\/p>\n
If it's just a word, a text, a title, it's usually faster if it's done directly by Agent\u3002<\/p>\n
This kind of small matter is clearly overstretched, as is the creation of a special procurement, cook and distribution of three posts for a bowl of noodles\u3002<\/p>\n
So, SubAgent's strong, but it's not as good as it gets, but it's for a job that really deserves to split\u3002<\/p>\n
What are Skills and SubAgent's choices<\/strong><\/p>\nWhen many people first came into contact, the easiest thing to ask was:<\/p>\n
Skill, why SubAgent<\/p>\n
Because these two things do not solve the same problem\u3002<\/p>\n
Skill, it's a capacity problem<\/p>\n
It's the role of the Lord Agent to learn a new talent\u3002<\/p>\n
For example, format check, fixed template generation, documentation, some type of standard output. These are direct additions to the main Agent\u3002<\/p>\n
It is usually appropriate to:<\/p>\n
![\"64f14ee7j00tcwt52005sd000iw007kp\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/04\/64f14ee7j00tcwt52005sd000iw007kp.jpg\" "\\"64f14ee7j00tcwt52005sd000iw007kp\\"")
<\/p>\n